René's URL Explorer Experiment


Title: GitHub - CodezillaClub/cakechat: CakeChat: Emotional Generative Dialog System

Open Graph Title: GitHub - CodezillaClub/cakechat: CakeChat: Emotional Generative Dialog System

X Title: GitHub - CodezillaClub/cakechat: CakeChat: Emotional Generative Dialog System

Description: CakeChat: Emotional Generative Dialog System. Contribute to CodezillaClub/cakechat development by creating an account on GitHub.

Open Graph Description: CakeChat: Emotional Generative Dialog System. Contribute to CodezillaClub/cakechat development by creating an account on GitHub.

X Description: CakeChat: Emotional Generative Dialog System. Contribute to CodezillaClub/cakechat development by creating an account on GitHub.

Opengraph URL: https://github.com/CodezillaClub/cakechat

X: @github

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requirements.txthttps://patch-diff.githubusercontent.com/CodezillaClub/cakechat/blob/master/requirements.txt
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https://github.com/microsoft/DialoGPThttps://github.com/microsoft/DialoGPT
https://patch-diff.githubusercontent.com/CodezillaClub/cakechat#cakechat-emotional-generative-dialog-system
https://user-images.githubusercontent.com/2272790/57650691-3a8b9280-7580-11e9-9b60-ae3b28692c05.png
Kerashttps://keras.io/
Tensorflowhttps://www.tensorflow.org
[1]https://patch-diff.githubusercontent.com/CodezillaClub/cakechat#f1
[2]https://patch-diff.githubusercontent.com/CodezillaClub/cakechat#f2
https://patch-diff.githubusercontent.com/CodezillaClub/cakechat#main-requirements
https://patch-diff.githubusercontent.com/CodezillaClub/cakechat#table-of-contents
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Setup for training and testinghttps://patch-diff.githubusercontent.com/CodezillaClub/cakechat#setup-for-training-and-testing
Dockerhttps://patch-diff.githubusercontent.com/CodezillaClub/cakechat#docker
CPU-only setuphttps://patch-diff.githubusercontent.com/CodezillaClub/cakechat#cpu-only-setup
GPU-enabled setuphttps://patch-diff.githubusercontent.com/CodezillaClub/cakechat#gpu-enabled-setup
Manual setuphttps://patch-diff.githubusercontent.com/CodezillaClub/cakechat#manual-setup
Getting the pre-trained modelhttps://patch-diff.githubusercontent.com/CodezillaClub/cakechat#getting-the-pre-trained-model
Training datahttps://patch-diff.githubusercontent.com/CodezillaClub/cakechat#training-data
Training the modelhttps://patch-diff.githubusercontent.com/CodezillaClub/cakechat#training-the-model
Fine-tuning the pre-trained model on your datahttps://patch-diff.githubusercontent.com/CodezillaClub/cakechat#fine-tuning-the-pre-trained-model-on-your-data
Training the model from scratchhttps://patch-diff.githubusercontent.com/CodezillaClub/cakechat#training-the-model-from-scratch
Distributed trainhttps://patch-diff.githubusercontent.com/CodezillaClub/cakechat#distributed-train
Validation metrics calculationhttps://patch-diff.githubusercontent.com/CodezillaClub/cakechat#validation-metrics-calculation
Testing the trained modelhttps://patch-diff.githubusercontent.com/CodezillaClub/cakechat#testing-the-trained-model
Running CakeChat serverhttps://patch-diff.githubusercontent.com/CodezillaClub/cakechat#running-cakechat-server
Local HTTP-serverhttps://patch-diff.githubusercontent.com/CodezillaClub/cakechat#local-http-server
HTTP-server API descriptionhttps://patch-diff.githubusercontent.com/CodezillaClub/cakechat#http-server-api-description
Gunicorn HTTP-serverhttps://patch-diff.githubusercontent.com/CodezillaClub/cakechat#gunicorn-http-server
Telegram bothttps://patch-diff.githubusercontent.com/CodezillaClub/cakechat#telegram-bot
Repository overviewhttps://patch-diff.githubusercontent.com/CodezillaClub/cakechat#repository-overview
Important toolshttps://patch-diff.githubusercontent.com/CodezillaClub/cakechat#important-tools
Important configuration settingshttps://patch-diff.githubusercontent.com/CodezillaClub/cakechat#important-configuration-settings
Example use caseshttps://patch-diff.githubusercontent.com/CodezillaClub/cakechat#example-use-cases
Referenceshttps://patch-diff.githubusercontent.com/CodezillaClub/cakechat#references
Credits & Supporthttps://patch-diff.githubusercontent.com/CodezillaClub/cakechat#credits--support
Licensehttps://patch-diff.githubusercontent.com/CodezillaClub/cakechat#license
https://patch-diff.githubusercontent.com/CodezillaClub/cakechat#network-architecture-and-features
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[3]https://patch-diff.githubusercontent.com/CodezillaClub/cakechat#f3
[4]https://patch-diff.githubusercontent.com/CodezillaClub/cakechat#f4
configuration settings descriptionhttps://patch-diff.githubusercontent.com/CodezillaClub/cakechat#important-configuration-settings
[4]https://patch-diff.githubusercontent.com/CodezillaClub/cakechat#f4
[5]https://patch-diff.githubusercontent.com/CodezillaClub/cakechat#f5
https://patch-diff.githubusercontent.com/CodezillaClub/cakechat#quick-start
Dockerhttps://docs.docker.com
https://patch-diff.githubusercontent.com/CodezillaClub/cakechat#setup-for-training-and-testing
https://patch-diff.githubusercontent.com/CodezillaClub/cakechat#docker
https://patch-diff.githubusercontent.com/CodezillaClub/cakechat#cpu-only-setup
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https://patch-diff.githubusercontent.com/CodezillaClub/cakechat#gpu-enabled-setup
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https://patch-diff.githubusercontent.com/CodezillaClub/cakechat#manual-setup
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https://patch-diff.githubusercontent.com/CodezillaClub/cakechat#getting-the-pre-trained-model
https://patch-diff.githubusercontent.com/CodezillaClub/cakechat#training-data
DeepMoji toolhttps://github.com/bfelbo/DeepMoji
https://breakend.github.io/DialogDatasets/https://breakend.github.io/DialogDatasets/
dummy train datasethttps://patch-diff.githubusercontent.com/CodezillaClub/cakechat/blob/master/data/corpora_processed/train_processed_dialogs.txt
https://patch-diff.githubusercontent.com/CodezillaClub/cakechat#training-the-model
https://patch-diff.githubusercontent.com/CodezillaClub/cakechat#fine-tuning-the-pre-trained-model-on-your-data
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horovodhttps://github.com/horovod/horovod
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Tensorboardhttps://www.tensorflow.org/guide/summaries_and_tensorboard
https://patch-diff.githubusercontent.com/CodezillaClub/cakechat#testing-the-trained-model
test datahttps://patch-diff.githubusercontent.com/CodezillaClub/cakechat/blob/master/data/corpora_processed/test_processed_dialogs.txt
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https://patch-diff.githubusercontent.com/CodezillaClub/cakechat#running-cakechat-server
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https://patch-diff.githubusercontent.com/CodezillaClub/cakechat#http-server-api-description
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Gunicornhttp://gunicorn.org/
https://patch-diff.githubusercontent.com/CodezillaClub/cakechat#telegram-bot
Create a telegram bothttps://core.telegram.org/bots#3-how-do-i-create-a-bot
https://patch-diff.githubusercontent.com/CodezillaClub/cakechat#repository-overview
https://patch-diff.githubusercontent.com/CodezillaClub/cakechat#important-tools
bin/cakechat_server.pyhttps://patch-diff.githubusercontent.com/CodezillaClub/cakechat/blob/master/bin/cakechat_server.py
run sectionhttps://patch-diff.githubusercontent.com/CodezillaClub/cakechat#gunicorn-http-server
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https://patch-diff.githubusercontent.com/CodezillaClub/cakechat#important-configuration-settings
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cakechat/api/config.pyhttps://patch-diff.githubusercontent.com/CodezillaClub/cakechat/blob/master/cakechat/api/config.py
[4]https://patch-diff.githubusercontent.com/CodezillaClub/cakechat#f4
beam search algorithmhttps://en.wikipedia.org/wiki/Beam_search
https://patch-diff.githubusercontent.com/CodezillaClub/cakechat#example-use-cases
A Persona-Based Neural Conversation Modelhttp://mi.eng.cam.ac.uk/~sjy/papers/scgy05.pdf
Emotional Chatting Machinehttps://arxiv.org/pdf/1510.03055.pdf
Topic Aware Neural Response Generationhttps://arxiv.org/pdf/1606.08340v2.pdf
Training the modelhttps://patch-diff.githubusercontent.com/CodezillaClub/cakechat#training-the-model
training sethttps://patch-diff.githubusercontent.com/CodezillaClub/cakechat/blob/master/data/corpora_processed/train_processed_dialogs.txt
https://patch-diff.githubusercontent.com/CodezillaClub/cakechat#references
A Persona-Based Neural Conversation Modelhttps://arxiv.org/pdf/1603.06155.pdf
Emotional Chatting Machine: Emotional Conversation Generation with Internal and External Memoryhttps://arxiv.org/pdf/1704.01074.pdf
A Hierarchical Recurrent Encoder-Decoder For Generative Context-Aware Query Suggestionhttps://arxiv.org/pdf/1507.02221.pdf
A Diversity-Promoting Objective Function for Neural Conversation Modelshttps://arxiv.org/pdf/1510.03055.pdf
Quantitative Evaluation of User Simulation Techniques for Spoken Dialogue Systemshttp://mi.eng.cam.ac.uk/~sjy/papers/scgy05.pdf
Topic Aware Neural Response Generationhttps://arxiv.org/pdf/1606.08340v2.pdf
https://patch-diff.githubusercontent.com/CodezillaClub/cakechat#credits--support
Replika teamhttps://replika.ai
Nicolas Ivanovhttps://github.com/nicolas-ivanov
Michael Khalmanhttps://github.com/mihaha
Nikita Smetaninhttps://github.com/nikitos9000
Artem Rodichevhttps://github.com/rodart
Denis Fedorenkohttps://github.com/sadreamer
Oleg Akbarovhttps://github.com/olegakbarov
Alexander Kuznetsovhttps://github.com/alexkuz
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